US10547615B2 - Security response protocol based on security alert encoded data slices of a distributed storage network - Google Patents
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Definitions
- This invention relates generally to computer networks and more particularly to dispersing error encoded data.
- Computing devices are known to communicate data, process data, and/or store data. Such computing devices range from wireless smart phones, laptops, tablets, personal computers (PC), work stations, and video game devices, to data centers that support millions of web searches, stock trades, or on-line purchases every day.
- a computing device includes a central processing unit (CPU), a memory system, user input/output interfaces, peripheral device interfaces, and an interconnecting bus structure.
- a computer may effectively extend its CPU by using “cloud computing” to perform one or more computing functions (e.g., a service, an application, an algorithm, an arithmetic logic function, etc.) on behalf of the computer.
- cloud computing may be performed by multiple cloud computing resources in a distributed manner to improve the response time for completion of the service, application, and/or function.
- Hadoop is an open source software framework that supports distributed applications enabling application execution by thousands of computers.
- FIG. 1 is a schematic block diagram of an embodiment of a dispersed or distributed storage network (DSN) in accordance with the present invention
- FIG. 2 is a schematic block diagram of an embodiment of a computing core in accordance with the present invention.
- FIG. 6 is a schematic block diagram of an example of a slice name of an encoded data slice (EDS) in accordance with the present invention.
- FIG. 7 is a schematic block diagram of an example of dispersed storage error decoding of data in accordance with the present invention.
- FIG. 9 is a schematic block diagram of an example of storing pluralities of sets of encoded data slices in accordance with the present invention.
- FIG. 10 is a logic diagram of an example of a method of identifying a requesting device as an unauthorized DSN device in accordance with the present invention.
- FIG. 11 is a logic diagram of an example of generating and storing sets of security alert encoded data slices in accordance with the present invention.
- FIG. 13 is a logic diagram of another example of identifying a requesting device as an unauthorized DSN device in accordance with the present invention.
- FIG. 14 is a logic diagram of another example of identifying a requesting device as an unauthorized DSN device in accordance with the present invention.
- FIG. 15 is a logic diagram of another example of identifying a requesting device as an unauthorized DSN device in accordance with the present invention.
- FIG. 1 is a schematic block diagram of an embodiment of a dispersed, or distributed, storage network (DSN) 10 that includes a plurality of computing devices 12 - 16 , a managing unit 18 , an integrity processing unit 20 , and a DSN memory 22 .
- the DSN may also include a requesting device 35 that attempts to gain access to the DSN.
- the components of the DSN 10 are coupled to a network 24 , which may include one or more wireless and/or wire lined communication systems; one or more non-public intranet systems and/or public internet systems; and/or one or more local area networks (LAN) and/or wide area networks (WAN).
- LAN local area network
- WAN wide area networks
- the DSN memory 22 includes a plurality of storage units 36 that may be located at geographically different sites (e.g., one in Chicago, one in Milwaukee, etc.), at a common site, or a combination thereof. For example, if the DSN memory 22 includes eight storage units 36 , each storage unit is located at a different site. As another example, if the DSN memory 22 includes eight storage units 36 , all eight storage units are located at the same site. As yet another example, if the DSN memory 22 includes eight storage units 36 , a first pair of storage units are at a first common site, a second pair of storage units are at a second common site, a third pair of storage units are at a third common site, and a fourth pair of storage units are at a fourth common site.
- geographically different sites e.g., one in Chicago, one in Milwaukee, etc.
- each storage unit is located at a different site.
- all eight storage units are located at the same site.
- a first pair of storage units are at a first common site
- a DSN memory 22 may include more or less than eight storage units 36 . Further note that each storage unit 36 includes a computing core (as shown in FIG. 2 , or components thereof) and a plurality of memory devices for storing dispersed error encoded data.
- Each interface 30 , 32 , and 33 includes software and hardware to support one or more communication links via the network 24 indirectly and/or directly.
- interface 30 supports a communication link (e.g., wired, wireless, direct, via a LAN, via the network 24 , etc.) between computing devices 14 and 16 .
- interface 32 supports communication links (e.g., a wired connection, a wireless connection, a LAN connection, and/or any other type of connection to/from the network 24 ) between computing devices 12 and 16 and the DSN memory 22 .
- interface 33 supports a communication link for each of the managing unit 18 and the integrity processing unit 20 to the network 24 .
- Computing devices 12 and 16 include a dispersed storage (DS) client module 34 , which enables the computing device to dispersed storage error encode and decode data (e.g., data 40 ) as subsequently described with reference to one or more of FIGS. 3-8 .
- computing device 16 functions as a dispersed storage processing agent for computing device 14 .
- computing device 16 dispersed storage error encodes and decodes data on behalf of computing device 14 .
- the DSN 10 is tolerant of a significant number of storage unit failures (the number of failures is based on parameters of the dispersed storage error encoding function) without loss of data and without the need for a redundant or backup copies of the data. Further, the DSN 10 stores data for an indefinite period of time without data loss and in a secure manner (e.g., the system is very resistant to unauthorized attempts at accessing the data).
- the DSN may also include a requesting device 35 that may attempt to gain access to the DSN by impersonating the computing devices 14 - 16 or by directly accessing one or more of the storage units (SU) 36 .
- a security alert message is dispersed storage error encoded into the set of security alert encoded data slices and stored in a set of storage units of the DSN along with the plurality of sets of encoded data slices.
- the security alert encoded data slices are stored in such a way that an authorized DSN device would never request access to security alert encoded data slices.
- a DSN computing device or storage unit that receives an access request from the requesting device 35 can determine whether the requesting device is authorized or unauthorized (i.e., is impersonating the computing devices 14 - 16 , or is not authorized to directly access one or more of the storage units 36 ) by detecting whether the access request includes the at least one security alert encoded data slice.
- the DSN device may initiate a security response protocol.
- the storage of security alert encoded data slices is subsequently described in more detail with reference to FIG. 9 .
- the security response protocol is subsequently described in more detail with reference to one or more of FIGS. 11-15 .
- the managing unit 18 performs DS management services. For example, the managing unit 18 establishes distributed data storage parameters (e.g., vault creation, distributed storage parameters, security parameters, billing information, user profile information, etc.) for computing devices 12 - 14 individually or as part of a group of user devices. As a specific example, the managing unit 18 coordinates creation of a vault (e.g., a virtual memory block associated with a portion of an overall namespace of the DSN) within the DSN memory 22 for a user device, a group of devices, or for public access and establishes per vault dispersed storage (DS) error encoding parameters for a vault.
- distributed data storage parameters e.g., vault creation, distributed storage parameters, security parameters, billing information, user profile information, etc.
- the managing unit 18 coordinates creation of a vault (e.g., a virtual memory block associated with a portion of an overall namespace of the DSN) within the DSN memory 22 for a user device, a group of devices, or for public access and establishes
- the managing unit 18 facilitates storage of DS error encoding parameters for each vault by updating registry information of the DSN 10 , where the registry information may be stored in the DSN memory 22 , a computing device 12 - 16 , the managing unit 18 , and/or the integrity processing unit 20 .
- the managing unit 18 creates and stores user profile information (e.g., an access control list (ACL)) in local memory and/or within memory of the DSN memory 22 .
- the user profile information includes authentication information, permissions, and/or the security parameters.
- the security parameters may include encryption/decryption scheme, one or more encryption keys, key generation scheme, and/or data encoding/decoding scheme.
- the managing unit 18 creates billing information for a particular user, a user group, a vault access, public vault access, etc. For instance, the managing unit 18 tracks the number of times a user accesses a non-public vault and/or public vaults, which can be used to generate a per-access billing information. In another instance, the managing unit 18 tracks the amount of data stored and/or retrieved by a user device and/or a user group, which can be used to generate a per-data-amount billing information.
- the managing unit 18 performs network operations, network administration, and/or network maintenance.
- Network operations includes authenticating user data allocation requests (e.g., read and/or write requests), managing creation of vaults, establishing authentication credentials for user devices, adding/deleting components (e.g., user devices, storage units, and/or computing devices with a DS client module 34 ) to/from the DSN 10 , and/or establishing authentication credentials for the storage units 36 .
- Network administration includes monitoring devices and/or units for failures, maintaining vault information, determining device and/or unit activation status, determining device and/or unit loading, and/or determining any other system level operation that affects the performance level of the DSN 10 .
- Network maintenance includes facilitating replacing, upgrading, repairing, and/or expanding a device and/or unit of the DSN 10 .
- the integrity processing unit 20 performs rebuilding of ‘bad’ or missing encoded data slices.
- the integrity processing unit 20 performs rebuilding by periodically attempting to retrieve/list encoded data slices, and/or slice names of the encoded data slices, from the DSN memory 22 .
- retrieved encoded slices they are checked for errors due to data corruption, outdated version, etc. If a slice includes an error, it is flagged as a ‘bad’ slice.
- encoded data slices that were not received and/or not listed they are flagged as missing slices.
- Bad and/or missing slices are subsequently rebuilt using other retrieved encoded data slices that are deemed to be good slices to produce rebuilt slices.
- the rebuilt slices are stored in the DSN memory 22 .
- FIG. 2 is a schematic block diagram of an embodiment of a computing core 26 that includes a processing module 50 , a memory controller 52 , main memory 54 , a security module 55 , a video graphics processing unit 55 , an input/output (IO) controller 56 , a peripheral component interconnect (PCI) interface 58 , an IO interface module 60 , at least one IO device interface module 62 , a read only memory (ROM) basic input output system (BIOS) 64 , and one or more memory interface modules.
- a processing module 50 a memory controller 52 , main memory 54 , a security module 55 , a video graphics processing unit 55 , an input/output (IO) controller 56 , a peripheral component interconnect (PCI) interface 58 , an IO interface module 60 , at least one IO device interface module 62 , a read only memory (ROM) basic input output system (BIOS) 64 , and one or more memory interface modules.
- IO input/output
- PCI peripheral component interconnect
- the one or more memory interface module(s) includes one or more of a universal serial bus (USB) interface module 66 , a host bus adapter (HBA) interface module 68 , a network interface module 70 , a flash interface module 72 , a hard drive interface module 74 , and a DSN interface module 76 .
- USB universal serial bus
- HBA host bus adapter
- the DSN interface module 76 functions to mimic a conventional operating system (OS) file system interface (e.g., network file system (NFS), flash file system (FFS), disk file system (DFS), file transfer protocol (FTP), web-based distributed authoring and versioning (WebDAV), etc.) and/or a block memory interface (e.g., small computer system interface (SCSI), internet small computer system interface (iSCSI), etc.).
- OS operating system
- the DSN interface module 76 and/or the network interface module 70 may function as one or more of the interface 30 - 33 of FIG. 1 .
- the IO device interface module 62 and/or the memory interface modules 66 - 76 may be collectively or individually referred to as IO ports.
- the security module 55 functions to store one or more sets of security alert encoded data slices in one or more sets of storage units along with one or more sets of encoded data slices within one or more DSN address ranges. The storage of security alert encoded data slices is subsequently described in more detail with reference to FIG. 9 .
- the security module 55 further functions to monitor access requests between computing devices or between a computing device and a storage unit of the DSN in order to determine whether the access request was sent by an unauthorized requesting device posing as an authorized DSN device.
- the security module 55 further functions to generate security tracking information based on the level of security threat posed by an unauthorized requesting device.
- the monitoring of access requests, the determination of whether the access request was sent by an unauthorized requesting device, and the generation of security tracking information is subsequently described in more detail with reference to one or more of FIGS. 9-15 .
- the computing devices 12 - 16 , the managing unit 18 , the integrity processing unit 20 , and/or into one or more of the storage units 36 may include the security module 55 .
- the per data segment encoding values include a total, or pillar width, number (T) of encoded data slices per encoding of a data segment (i.e., in a set of encoded data slices); a decode threshold number (D) of encoded data slices of a set of encoded data slices that are needed to recover the data segment; a read threshold number (R) of encoded data slices to indicate a number of encoded data slices per set to be read from storage for decoding of the data segment; and/or a write threshold number (W) to indicate a number of encoded data slices per set that must be accurately stored before the encoded data segment is deemed to have been properly stored.
- T total, or pillar width, number
- D decode threshold number
- R read threshold number
- W write threshold number
- the computing device 12 or 16 divides the data (e.g., a file (e.g., text, video, audio, etc.), a data object, or other data arrangement) into a plurality of fixed sized data segments (e.g., 1 through Y of a fixed size in range of Kilo-bytes to Tera-bytes or more).
- the number of data segments created is dependent of the size of the data and the data segmenting protocol.
- FIG. 4 illustrates a generic Cauchy Reed-Solomon encoding function, which includes an encoding matrix (EM), a data matrix (DM), and a coded matrix (CM).
- the size of the encoding matrix (EM) is dependent on the pillar width number (T) and the decode threshold number (D) of selected per data segment encoding values.
- EM encoding matrix
- T pillar width number
- D decode threshold number
- Z is a function of the number of data blocks created from the data segment and the decode threshold number (D).
- the coded matrix is produced by matrix multiplying the data matrix by the encoding matrix.
- FIG. 5 illustrates a specific example of Cauchy Reed-Solomon encoding with a pillar number (T) of five and decode threshold number of three.
- a first data segment is divided into twelve data blocks (D 1 -D 12 ).
- the coded matrix includes five rows of coded data blocks, where the first row of X 11 -X 14 corresponds to a first encoded data slice (EDS 1 _ 1 ), the second row of X 21 -X 24 corresponds to a second encoded data slice (EDS 2 _ 1 ), the third row of X 31 -X 34 corresponds to a third encoded data slice (EDS 3 _ 1 ), the fourth row of X 41 -X 44 corresponds to a fourth encoded data slice (EDS 4 _ 1 ), and the fifth row of X 51 -X 54 corresponds to a fifth encoded data slice (EDS 5 _ 1 ).
- the second number of the EDS designation corresponds to the data segment number.
- the computing device also creates a slice name (SN) for each encoded data slice (EDS) in the set of encoded data slices.
- a typical format for a slice name 80 is shown in FIG. 6 .
- the slice name (SN) 80 includes a pillar number of the encoded data slice (e.g., one of 1-T), a data segment number (e.g., one of 1-Y), a vault identifier (ID), a data object identifier (ID), and may further include revision level information of the encoded data slices.
- the slice name functions as, at least part of, a DSN address for the encoded data slice for storage and retrieval from the DSN memory 22 .
- the computing device uses a decoding function as shown in FIG. 8 .
- the decoding function is essentially an inverse of the encoding function of FIG. 4 .
- the coded matrix includes a decode threshold number of rows (e.g., three in this example) and the decoding matrix in an inversion of the encoding matrix that includes the corresponding rows of the coded matrix. For example, if the coded matrix includes rows 1, 2, and 4, the encoding matrix is reduced to rows 1, 2, and 4, and then inverted to produce the decoding matrix.
- Each encoded data slice of each set of encoded data slices is uniquely identified by its slice name, which is also used as at least part of a logical DSN address for storing the encoded data slice.
- a set of EDSs includes EDS 1 _ 1 _ 1 _a 1 through EDS 5 _ 1 _ 1 _a 1 .
- the EDS number includes pillar number, data segment number, vault ID, and data object ID.
- EDS 1 _ 1 _ 1 _a 1 it is the first EDS of a first data segment of data object “a 1 ” and is to be stored, or is stored, in vault 1 .
- the first column corresponds to one or more storage units having a designation of SU # 1 in their respective storage pool or set of storage units and stores encoded data slices having a pillar number of 1.
- the second column corresponds to one or more storage units having a designation of SU # 2 in their respective storage pool or set of storage units and stores encoded data slices having a pillar number of 2, and so on.
- Each column of EDSs is divided into one or more groups of EDSs.
- the delineation of a group of EDSs may correspond to a storage unit, to one or more memory devices within a storage unit, multiple storage units, and/or a combination thereof. Note that the grouping of EDSs allows for bulk addressing, which reduces network traffic.
- a range of encoded data slices spans a portion of a group, spans a group, or spans multiple groups.
- the range may be numerical range of slice names regarding the EDSs, one or more source names (e.g., common aspect shared by multiple slice names), a sequence of slice names, or other slice selection criteria.
- the DSN storage units In addition to storing a plurality of sets of encoded data slices, the DSN storage units also store one or more sets of security alert encoded data slices.
- a set of security alert encoded data slices is created by dispersed storage error encoded a security alert message.
- the black highlighted set of security alert encoded data slices corresponds to a security message “SM.”
- each security alert encoded data slice of each set of security alert encoded data slices is uniquely identified by its slice name, which is also used as at least part of a logical DSN address for storing the security alert encoded data slice.
- the security alert encoded data slice (SA-EDS) number includes pillar number, data segment number, vault ID, and security message ID.
- security alert EDS 1 _ 1 _ 1 _SM it is the first security alert EDS of the first data segment of the security message and is to be stored, or is stored, in vault 1 along with encoded data slices within that DSN address range.
- the storage of the security message is unknown, or may be known, to authorized user and service providing computing devices of the DSN. Whether known or unknown, no authorized computing device should request access to the encoded data slices of a security message. As such, when a data access request includes a slice name for an encoded data slice of a security message, the request is most likely coming from an authorized computing device.
- FIG. 10 is a flowchart illustrating an example of identifying a requesting device as an unauthorized DSN device.
- the method begins with step 90 where a storage device of the DSN determines whether it has received an access request from a requesting device that includes at least one security alert encoded data slice.
- a security alert message e.g., null data, random data, a specific message, etc.
- the access request includes a list request of encoded data slices within a range of DSN addresses and the range includes a slice name for one of the security alert encoded data slices.
- step 92 a computing device of the DSN determines whether it has received an access request that includes at least one security alert encoded data slice. As such, either the storage unit or the computing device can determine whether the access request includes a security alert encoded data slice. If neither the storage unit nor the computing device has received an access request that includes at least one security alert encoded data slice, the method goes back to step 90 .
- the method continues at step 94 where the device (e.g., the computing device and/or storage unit of the DSN) identifies the requesting device as an unauthorized DSN device.
- the device identifies the requesting device as an unauthorized DSN device by interpreting metadata associated with the at least one security alert encoded data slice to determine that an authentic DSN device would not request access to the at least one security alert encoded data slice.
- the metadata associated with the at least one security alert encoded data slice may include a DSN address, a slice name, a source name, and/or other
- the method continues at step 96 where the device initiates a security response protocol within the DSN.
- the security response protocol includes one or more of: denying the access request, denying the requesting device further access to a DSN vault in which the plurality of sets of encoded data slices is stored, banning the requesting device from accessing the DSN, and directing the access request to a special DSN vault.
- a special DSN vault When the access request is directed to a special DSN vault, arbitrary data is returned to the requesting device so that the device may determine a level of security threat posed by the requesting device based on the requesting device's activity in the special DSN vault. The device will then generate security tracking information based on the level of security threat posed by the requesting device.
- the device determines that the requesting device's activity poses a high level security threat to the DSN.
- the device generates appropriate security tracking information so that the requesting entity is flagged as a high security threat device.
- security tracking information includes creating an audit log containing the requesting device ID, the requesting device's user ID, the time of the data access request, the duration of the data access request, the manner of the data access, information regarding the data being accessed, location information of requesting device, and/or routing of data information.
- FIG. 12 is a flowchart illustrating another example of identifying a requesting device as an unauthorized DSN entity.
- the method begins with step 120 where a computing device of the DSN receives an access request from a second computing device.
- the method continues with step 122 where the computing device interprets the access request to identify at least one DSN address.
- the method further continues with step 124 where the computing device determines that the at least one DSN address corresponds to the security alert message.
- the method further continues with step 126 where the computing device determines that the second computing device is an unauthorized DSN device (e.g., the requesting device is impersonating computing device 14 requesting data access from computing device 16 ).
- FIG. 13 is a flowchart illustrating another example of identifying a requesting device as an unauthorized DSN entity.
- the method begins with step 130 where a storage unit of the set of storage units of the DSN receives an access request from a requesting device that allegedly provides DSN services for a second computing device.
- the method continues with step 132 where the storage unit obtains metadata associated with the at least one security alert encoded data slice.
- the metadata associated with the at least one security alert encoded data slice may include a DSN address, a slice name, a source name, and/or other identifying information.
- the method further continues with step 134 where the storage unit determines that based on the metadata, that the at least one security alert encoded data slice corresponds to the security alert message.
- the method further continues with step 136 where the storage unit determines that the requesting device is an unauthorized DSN device (e.g., the requesting device is impersonating a computing device 16 acting as a dispersed storage processing agent for computing device 14 ).
- FIG. 15 is a flowchart illustrating another example of identifying a requesting device as an unauthorized DSN entity.
- the method begins with step 150 where a security module of the DSN (e.g., the security module may be within one or more of the computing devices 12 - 16 , the managing unit 18 , the integrity processing unit 20 , and/or into one or more of the storage units 36 ) monitors an access request for a first security alert encoded data slice being transmitted from a first computing device to a first storage unit of the set of storage units, where the first computing device provides DSN services for a second computing device (e.g., the requesting device is impersonating a computing device 16 acting as a dispersed storage processing agent for computing device 14 ).
- a security module of the DSN e.g., the security module may be within one or more of the computing devices 12 - 16 , the managing unit 18 , the integrity processing unit 20 , and/or into one or more of the storage units 36 ) monitors an access request for a
- the term(s) “configured to”, “operably coupled to”, “coupled to”, and/or “coupling” includes direct coupling between items and/or indirect coupling between items via an intervening item (e.g., an item includes, but is not limited to, a component, an element, a circuit, and/or a module) where, for an example of indirect coupling, the intervening item does not modify the information of a signal but may adjust its current level, voltage level, and/or power level.
- inferred coupling i.e., where one element is coupled to another element by inference
- the term “configured to”, “operable to”, “coupled to”, or “operably coupled to” indicates that an item includes one or more of power connections, input(s), output(s), etc., to perform, when activated, one or more its corresponding functions and may further include inferred coupling to one or more other items.
- the term “associated with”, includes direct and/or indirect coupling of separate items and/or one item being embedded within another item.
- the term “compares favorably”, indicates that a comparison between two or more items, signals, etc., provides a desired relationship. For example, when the desired relationship is that signal 1 has a greater magnitude than signal 2 , a favorable comparison may be achieved when the magnitude of signal 1 is greater than that of signal 2 or when the magnitude of signal 2 is less than that of signal 1 .
- the term “compares unfavorably”, indicates that a comparison between two or more items, signals, etc., fails to provide the desired relationship.
- processing module may be a single processing device or a plurality of processing devices.
- a processing device may be a microprocessor, micro-controller, digital signal processor, microcomputer, central processing unit, field programmable gate array, programmable logic device, state machine, logic circuitry, analog circuitry, digital circuitry, and/or any device that manipulates signals (analog and/or digital) based on hard coding of the circuitry and/or operational instructions.
- the processing module, module, processing circuit, and/or processing unit may be, or further include, memory and/or an integrated memory element, which may be a single memory device, a plurality of memory devices, and/or embedded circuitry of another processing module, module, processing circuit, and/or processing unit.
- a memory device may be a read-only memory, random access memory, volatile memory, non-volatile memory, static memory, dynamic memory, flash memory, cache memory, and/or any device that stores digital information.
- the memory element may store, and the processing module, module, processing circuit, and/or processing unit executes, hard coded and/or operational instructions corresponding to at least some of the steps and/or functions illustrated in one or more of the Figures.
- Such a memory device or memory element can be included in an article of manufacture.
- a flow diagram may include a “start” and/or “continue” indication.
- the “start” and “continue” indications reflect that the steps presented can optionally be incorporated in or otherwise used in conjunction with other routines.
- start indicates the beginning of the first step presented and may be preceded by other activities not specifically shown.
- continue indicates that the steps presented may be performed multiple times and/or may be succeeded by other activities not specifically shown.
- a flow diagram indicates a particular ordering of steps, other orderings are likewise possible provided that the principles of causality are maintained.
- the one or more embodiments are used herein to illustrate one or more aspects, one or more features, one or more concepts, and/or one or more examples.
- a physical embodiment of an apparatus, an article of manufacture, a machine, and/or of a process may include one or more of the aspects, features, concepts, examples, etc. described with reference to one or more of the embodiments discussed herein.
- the embodiments may incorporate the same or similarly named functions, steps, modules, etc. that may use the same or different reference numbers and, as such, the functions, steps, modules, etc. may be the same or similar functions, steps, modules, etc. or different ones.
- signals to, from, and/or between elements in a figure of any of the figures presented herein may be analog or digital, continuous time or discrete time, and single-ended or differential.
- signals to, from, and/or between elements in a figure of any of the figures presented herein may be analog or digital, continuous time or discrete time, and single-ended or differential.
- a signal path is shown as a single-ended path, it also represents a differential signal path.
- a signal path is shown as a differential path, it also represents a single-ended signal path.
- a computer readable memory includes one or more memory elements.
- a memory element may be a separate memory device, multiple memory devices, or a set of memory locations within a memory device.
- Such a memory device may be a read-only memory, random access memory, volatile memory, non-volatile memory, static memory, dynamic memory, flash memory, cache memory, and/or any device that stores digital information.
- the memory device may be in a form a solid state memory, a hard drive memory, cloud memory, thumb drive, server memory, computing device memory, and/or other physical medium for storing digital information.
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| US15/262,651 US10547615B2 (en) | 2016-09-12 | 2016-09-12 | Security response protocol based on security alert encoded data slices of a distributed storage network |
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